Why AI governance stops before runtime
AI governance is the discipline of deciding what an organisation's AI should be allowed to do and documenting it: policies, risk registers, model inventories, review boards. Runtime governance is the enforcement of those decisions in the path of each action, at the moment it executes, with verifiable evidence of the outcome.
The problem
Governance programmes produce artefacts that are accurate on the day they are written. Systems change faster than the artefacts do, and nothing in the artefact can stop an action.
Monitoring tools narrow the gap but sit beside the action rather than in front of it: they observe, they alert, and the action has already completed.
Why both are required
Runtime governance without a governance programme has nothing to enforce, someone still has to decide policy. A governance programme without runtime enforcement has no way to make the policy true.
How Skipr fits
Skipr is the enforcement half. Policies authored in the organisation's governance process are evaluated per action, and the evidence produced feeds back into the same programme as proof rather than assertion.
Questions
- Do I still need an AI governance platform?
- If it is where your policy, risk and model inventory live, yes. Skipr enforces decisions; it does not replace the process that makes them.
- Can monitoring substitute for runtime enforcement?
- Monitoring tells you an action occurred. Enforcement determines whether it occurs. They answer different questions.
- Which does a regulator ask about?
- Increasingly both, the policy and the proof that it held while the system was running.
Continue
More from the library
- Sovereign AI vs sovereign cloudSovereign cloud governs where infrastructure runs. Sovereign AI governs what intelligence is permitted to do. Most programmes need both, and buy only the first.
- What is an authority layer?Skipr's authority layer decides, enforces and proves what people, agents and machines may do, inside infrastructure the organisation owns.
- Runtime governance for AI agentsAI agents act between reviews. Runtime governance authorises each tool call and data access as it happens, and proves what executed.
- No call home.
- No foreign kill switch.
- Authority transfer.
- Evidence custody in country.
Ask these of every vendor on your shortlist, including us. They are not unique to Skipr · disconnected infrastructure is available from several hyperscalers. Disconnected authority, the policy root and the decision rather than the compute, is the part still missing.